CN108763278A

CN108763278A - The statistical method and device of user characteristics label

Info

Publication number: CN108763278A
Application number: CN201810319218.1A
Authority: CN
Inventors: 王昉; 雷振; 应磊
Original assignee: Koubei Shanghai Information Technology Co Ltd
Current assignee: Koubei Shanghai Information Technology Co Ltd
Priority date: 2018-04-11
Filing date: 2018-04-11
Publication date: 2018-11-06
Anticipated expiration: 2038-04-11
Also published as: CN108763278B

Abstract

This application discloses a kind of statistical methods of user characteristics label, including：According to the reference user feature of the affiliated business scope in business side, the reference characteristic tally set suitable for the business scope is generated；The user's characteristic information of submission when obtaining the business policy to user's progress business processing；The reference characteristic tally set is updated in the corresponding feature tag in the business scope using the user's characteristic information；Wherein, the reference characteristic tally set includes the correlation degree between feature tag, the reference user feature and the correspondence and the feature tag of the feature tag of the business scope.The statistical method of the user characteristics label passes through the business scope residing for the side of getting deeply involved in business, targetedly user data is collected by service guidance side, make business side there is more deep understanding, service guidance side to carry out rational marketing and recommend to the user group of service, promotes the service quality of business side.

Description

The statistical method and device of user characteristics label

Technical field

This application involves data analysis technique fields, and in particular to a kind of statistical method of user characteristics label.The application It is related to a kind of statistic device of user characteristics label simultaneously, the statistical method and dress of user characteristics label under a kind of beauty's scene It sets and two kinds of electronic equipments.

Background technology

With the continuous development of Internet technology, many services Internet-based are come into being, with hairdressing and beauty industry For service, there are many services for being applied to hairdressing and beauty industry to be provided on line for the customer of the shops of hairdressing and beauty industry Service under line.Businessman in hairdressing and beauty industry, could be preferably it should be understood that user (consumer) feature in the sector Service is provided, but is used for industry and trade company due to lacking ripe industry user's portrait and data statistics, industry and quotient are caused Family is to the understanding of user group and insufficient.

Currently, the trade company in industry has started the lower collection for carrying out user data information online, but user is collecting in trade company Specific direction is had no when data, it is not known which information of user should be collected, the collection user letter that can only extensively cast net more as possible Breath, takes time and effort.Meanwhile the process efficiency of shops's collection user data is very low, user data also lacks effectively after the completion of collection Data analysis statistical and utilization, therefore the whole user of industry portrait and is not known about yet.

Invention content

The application provides a kind of statistical method of user characteristics label, to solve defect of the existing technology.The application It is related to a kind of statistic device of user characteristics label simultaneously, the statistical method and dress of user characteristics label under a kind of beauty's scene It sets and two kinds of electronic equipments.

The application provides a kind of statistical method of user characteristics label, including：

According to the reference user feature of the affiliated business scope in business side, the reference characteristic mark suitable for the business scope is generated Label collection；

The user's characteristic information of submission when obtaining the business policy to user's progress business processing；

Using the user's characteristic information in the corresponding feature tag in the business scope to the reference characteristic tally set It is updated；

Wherein, the reference characteristic tally set include the feature tag of the business scope, the reference user feature with Correlation degree between the correspondence of the feature tag and the feature tag.

Optionally, the reference user feature is made of the user characteristics of at least one characteristic dimension, each characteristic dimension User characteristics include at least sub- dimension of level-one subcharacter information, and the subcharacter information of the sub- dimension and the feature dimensions The user characteristics composition of degree, the subcharacter information of the sub- dimension of subordinate have subordinate relation with the subcharacter information of the sub- dimension of higher level； Also, the feature tag for the business scope that the reference characteristic tally set includes and the subcharacter of the sub- dimension of minimum level-one are believed Breath corresponds to, and the number of the corresponding feature tag of subcharacter information of every sub- dimension is more than or equal to 1.

Optionally, the feature tag for the business scope that the reference characteristic tally set includes, also record have this feature The corresponding number of users of label；And the association journey between feature tag of the reference characteristic tally set comprising the business scope Degree, determines according to the corresponding number of users of the feature tag.

Optionally, described to utilize the user's characteristic information in the corresponding feature tag in the business scope to the benchmark Feature tag collection is updated, and is realized in the following way：

Judge in the reference characteristic tally set with the presence or absence of with the matched feature tag of the user's characteristic information, if depositing , establish the incidence relation of the feature tag and the user, and update the corresponding number of users of the feature tag and/or Correlation degree between the feature tag；If being not present, increase the user characteristics letter in the reference characteristic tally set Cease corresponding feature tag.

Optionally, described to utilize the user's characteristic information in the corresponding feature tag in the business scope to the benchmark After feature tag collection is updated step execution, following operation is executed：

Judge the business scope that the reference characteristic tally set includes the corresponding number of users of feature tag whether Beyond preset number threshold interval, if so, the feature mark for the business scope for including for the reference characteristic tally set Label are adjusted, and obtain target signature tally set；

And/or judge that the association between the feature tag for the business scope that the reference characteristic tally set includes is closed Whether system is unbalance, if so, being directed to the pass between the feature tag for the business scope that the reference characteristic tally set includes Connection relationship is adjusted, and obtains the target signature tally set.

Data statistics is carried out for the target signature tally set of the business scope, is obtained according to data statistics result User's portrait information of business side within the scope of user's portrait information of the business scope and/or the business scope.

The application also provides a kind of statistical method of user characteristics label under beauty's scene, including：

Receive the reference user feature that beauty shops uploads；

The reference characteristic tally set suitable for the affiliated beauty's industry of the beauty shops is generated according to the reference user feature；

The user's characteristic information of submission when receiving the beauty shops for beauty user's progress business processing；

Using the user's characteristic information in the corresponding feature tag of beauty's industry to the reference characteristic tally set It is updated；

Wherein, the reference characteristic tally set include the feature tag of beauty's industry, the reference user feature with Correlation degree between the correspondence of the feature tag and the feature tag.

Optionally, the benchmark generated according to the reference user feature suitable for the affiliated beauty's industry of the beauty shops After feature tag collection step executes, and the use for receiving submission when the beauty shops is directed to beauty user's progress business processing Before family characteristic information step executes, following operation is executed：

The reference characteristic label suitable for beauty's industry is synchronized to the industry-wide beauty shops of the beauty Collection；

Correspondingly, the beauty shops for the beauty user carry out business processing when, with reference to the reference characteristic Tally set submits the user's characteristic information of the beauty user.

Optionally, the feature tag for beauty's industry that the reference characteristic tally set includes, also record have this feature The corresponding beauty's number of users of label；And the pass between feature tag of the reference characteristic tally set comprising beauty's industry Connection degree is determined according to the corresponding beauty's number of users of the feature tag.

Optionally, described to utilize the user's characteristic information in the corresponding feature tag of beauty's industry to the benchmark Feature tag collection is updated, and is realized in the following way：

Judge in the reference characteristic tally set with the presence or absence of with the matched feature tag of the user's characteristic information, if depositing The incidence relation of the feature tag and the user is being established, and update the corresponding beauty's number of users of the feature tag And/or the correlation degree between the feature tag；If being not present, it is special to increase the user in the reference characteristic tally set Reference ceases corresponding feature tag.

Optionally, described to utilize the user's characteristic information in the corresponding feature tag of beauty's industry to the benchmark After feature tag collection is updated step execution, following operation is executed：

Judge the corresponding beauty's number of users of feature tag for beauty's industry that the reference characteristic tally set includes Whether preset number threshold interval is exceeded, if so, the spy for the beauty's industry for including for the reference characteristic tally set Sign label is adjusted, and obtains target signature tally set；

And/or judge that the association between the feature tag for beauty's industry that the reference characteristic tally set includes is closed Whether system is unbalance, if so, being directed to the pass between the feature tag for beauty's industry that the reference characteristic tally set includes Connection relationship is adjusted, and obtains the target signature tally set.

Data statistics is carried out for the target signature tally set of beauty's industry, is obtained according to data statistics result User's portrait information of beauty shops in user's portrait information of beauty's industry and/or beauty's industry wide.

The application also provides a kind of statistic device of user characteristics label, including：

Reference characteristic tally set generation unit is generated for the reference user feature according to the affiliated business scope in business side Reference characteristic tally set suitable for the business scope；

User's characteristic information acquiring unit, the use of submission when for receiving the business policy to user's progress business processing Family characteristic information；

Reference characteristic tally set updating unit, for utilizing the user's characteristic information in the corresponding spy in the business scope Sign label is updated the reference characteristic tally set；

The application also provides a kind of statistic device of user characteristics label under beauty's scene, including：

Reference user feature receiving unit, the reference user feature for receiving the upload of beauty shops；

Reference characteristic tally set generation unit is suitable for the institute of beauty shops for being generated according to the reference user feature Belong to the reference characteristic tally set of beauty's industry；

User's characteristic information receiving unit is carried for receiving when the beauty shops carries out business processing for beauty user The user's characteristic information of friendship；

Reference characteristic tally set updating unit, for utilizing the user's characteristic information in the corresponding spy of beauty's industry Sign label is updated the reference characteristic tally set；

The application also provides a kind of electronic equipment, including：

Memory and processor；

For the memory for storing computer executable instructions, the processor is executable for executing the computer Instruction：

In addition the application provides a kind of electronic equipment, including：

Memory and processor；

Receive the reference user feature that beauty shops uploads；

The statistical method of herein described user characteristics label, including：It is used according to the benchmark of the affiliated business scope in business side Family feature generates the reference characteristic tally set suitable for the business scope；The business policy is obtained to carry out at business user The user's characteristic information submitted when reason；Using the user's characteristic information in the corresponding feature tag in the business scope to described Reference characteristic tally set is updated；Wherein, the reference characteristic tally set includes the feature tag, described of the business scope Correlation degree between reference user feature and the correspondence and the feature tag of the feature tag.

The statistical method of the user characteristics label passes through the business residing for the side of getting deeply involved in business using business scope as dimension Field generates the reference characteristic tally set suitable for the business scope according to the reference user feature that business side is collected, is business Side carries out business processing by accessing reference characteristic tally set for user, and according to the user got in business procession Characteristic information is updated reference characteristic tally set, and targetedly user data is collected by service guidance side, makes business side pair The user group of service has more deep understanding, service guidance side to carry out rational marketing and recommend, and promotes the service of business side Quality.

Description of the drawings

Attached drawing 1 is a kind of process chart of the statistical method embodiment of user characteristics label provided by the present application；

Attached drawing 2 is the processing stream of the statistical method embodiment of user characteristics label under a kind of beauty's scene provided by the present application Cheng Tu；

Attached drawing 3 is a kind of schematic diagram of reference characteristic tally set provided by the present application；

Attached drawing 4 is a kind of schematic diagram of the statistic device embodiment of user characteristics label provided by the present application；

Attached drawing 5 is the signal of the statistic device embodiment of user characteristics label under a kind of beauty's scene provided by the present application Figure；

Attached drawing 6 is the schematic diagram of a kind of electronic equipment provided by the present application；

Attached drawing 7 is the schematic diagram of another electronic equipment provided by the present application.

Specific implementation mode

Many details are elaborated in the following description in order to fully understand the application.But the application can be with Much implement different from other modes described here, those skilled in the art can be without prejudice to the application intension the case where Under do similar popularization, therefore the application is not limited by following public specific implementation.

The application provides a kind of statistical method of user characteristics label, and the application also provides a kind of system of user characteristics label Counter device, the statistical method of user characteristics label and device and two kinds of electronic equipments under a kind of beauty's scene.Individually below It is described in detail one by one in conjunction with the attached drawing of embodiment provided by the present application, and each step of method is illustrated.

A kind of statistical method embodiment of user characteristics label provided by the present application is as follows：

With reference to attached drawing 1, it illustrates a kind of processing of the statistical method embodiment of user characteristics label provided by the present application Flow chart.

Step S101 is generated according to the reference user feature of the affiliated business scope in business side suitable for the business scope Reference characteristic tally set.

For the business side in different business field, it is required for the characteristic according to the industry field, purposive system Meter, accumulation user data, deep understanding is carried out on the basis of user data to the user group serviced, to promote clothes Quality of being engaged in and marketing efficiency, the final increase for realizing income.The statistical method of the user characteristics label provided by the present application, with Industry field (business scope) is dimension, by the industry field residing for the side of getting deeply involved in business, using business side to user characteristics Accumulation and collection form industry user's feature tag library (reference characteristic tally set) of standard, pass through the industry for each industry field Business side provides industry user's feature tag library of standard, ultimately forms industry user's portrait, realizes that rational marketing is recommended；This Outside, the user group's feature of its own can also be provided for business side, business, which can clearly be learnt, pay close attention to which core is used Family feature, and user information collection is carried out, service quality is promoted with service guidance side.

The service industries such as business scope described in the embodiment of the present application, including beauty, pedicure, massage, sport and body-building, especially , for beauty service industry, the subcategory under the service industry includes：Hairdressing, manicure, U.S. pupil, beauty SPA, medical cosmetology, Skin management, Yoga, Korean style fix, dancing, cosmetics, slimming, tatoo, anti-acne, depilation, color make-up moulding, postpartum are moulding, U.S. eyelash etc..The statistical method of the user characteristics label is realized under the scene of one or more arbitrary service industry, or The statistical method of the user characteristics label is realized under the subcategory scene of any one service industry, for example is serviced in beauty The statistics to user characteristics label is realized under this scene of the beauty subcategory of industry.In addition to this it is possible in service industry Except other industry scene under realize, for example realized under the industries scene such as food and drink, hotel, automobile services, Entertainment, such as It is realized to the statistics of user characteristics label under food and drink scene, this is not construed as limiting.

In the embodiment of the present application, used according to the benchmark that business side in the characteristic of business scope and business scope is collected into Family feature, generates the reference characteristic tally set suitable for the business scope, and the reference characteristic tally set is led comprising the business Pass between the feature tag in domain, the reference user feature and the correspondence and the feature tag of the feature tag Connection degree.In a kind of preferred embodiment provided by the embodiments of the present application, the reference user feature is by least one feature dimensions The user characteristics of degree form, and the user characteristics of each characteristic dimension include the subcharacter information of at least sub- dimension of level-one, and described User characteristics composition, the subcharacter information of the sub- dimension of subordinate and higher level's of the subcharacter information of sub- dimension and the characteristic dimension The subcharacter information of dimension has subordinate relation.Also, the feature for the business scope that the reference characteristic tally set includes Label is corresponding with the subcharacter information of the sub- dimension of minimum level-one, the number of the corresponding feature tag of subcharacter information of every sub- dimension Mesh is more than or equal to 1.

Preferably, the feature tag for the business scope that the reference characteristic tally set includes, also record have this feature The corresponding number of users of label, the reference characteristic tally set include the association journey between the feature tag of the business scope Degree, determines according to the corresponding number of users of the feature tag.For example, two feature marks that reference characteristic tally set includes Label, the two feature tags correspond to different user groups respectively, if the registration of user included in the two user groups is got over Height then shows that the correlation degree of the two feature tags is higher, specifically, the correlation degree between feature tag with match simultaneously The number of users of the two feature tags is proportionate.

Step S102, the user's characteristic information of submission when obtaining the business policy to user's progress business processing.

After above-mentioned generation is suitable for the reference characteristic tally set of the business scope, the reference characteristic tally set quilt of generation It is distributed to the business side of the business scope, business side is by accessing the reference characteristic tally set, you can checks reference characteristic mark Label concentrate the feature tag for including.Specifically, business side for user carry out business processing when, can be according to the use of active user Family characteristic information selects have feature tag or newly-increased feature label from the reference characteristic tally set.This step obtains institute The user's characteristic information of submission, that is, refer to business root it is reported that arriving when stating business policy to user progress business processing User's characteristic information, what is selected in the reference characteristic tally set is suitble to the feature tag of the user, or according to understanding The user's characteristic information arrived, in the feature tag that the reference characteristic tally set increases newly.

It should be noted that above-mentioned will select according to the user's characteristic information of user in the reference characteristic tally set There is the operation of feature tag or newly-increased feature label to transfer to business side, is operated by business side.In addition to this, above-mentioned Existing feature tag or newly-increased feature label are selected in the reference characteristic tally set according to the user's characteristic information of user Operation, can also by realize the user characteristics label statistical method line on processing platform realize that business side is to only The user's characteristic information that need to be will be understood that is uploaded to processing platform on line, is believed according to the user characteristics of upload by processing platform on line Breath determines corresponding feature tag or newly-increased feature label in reference characteristic tally set.

Step S103, using the user's characteristic information in the corresponding feature tag in the business scope to benchmark spy Sign tally set is updated.

It is described to utilize the user's characteristic information in the business scope in a kind of preferred embodiment provided by the present application Corresponding feature tag is updated the reference characteristic tally set, realizes in the following way：Judge the reference characteristic It whether there is and the matched feature tag of the user's characteristic information in tally set, and if it exists, establish the feature tag and institute The incidence relation of user is stated, and updates the association between the corresponding number of users of the feature tag and/or the feature tag Degree；If being not present, increase the corresponding feature tag of the user's characteristic information in the reference characteristic tally set.

For example, after getting the feature tag for the suitable user that business side selects in reference characteristic tally set, in benchmark Feature tag is saved in corresponding user by feature tag collection, or corresponding user is recorded under feature tag.Similar, if After getting the feature tag that business side increases newly in reference characteristic tally set, in the feature mark that reference characteristic tally set will increase newly Label are saved in corresponding user, or corresponding user is recorded under newly-increased feature tag.

It is generated in advance as described above, the reference characteristic tally set is the reference user feature provided based on business side, The quantity of the reference user feature of business side's offer is provided, therefore includes in the reference characteristic tally set being generated in advance Feature tag might not be especially accurate and comprehensive.Therefore, the reference characteristic tally set is being sent to corresponding service field All business sides after, through accumulation after a period of time, the reference characteristic tally set can also be adjusted so that adjust The feature tag for including in reference characteristic tally set after whole can be more accurate and comprehensively, and by the reference characteristic after adjustment Tally set is synchronized to all business sides in business scope, continues to be accumulated during business processing by business side, most Pass through " accumulation-eventually>Statistics->Adjustment->Accumulate again " such flow repeatedly, form more mature and stable feature tag collection. In a kind of preferred embodiment provided by the embodiments of the present application, such as lower section is specifically used to the adjustment of the reference characteristic tally set Formula is realized：

Judge the business scope that the reference characteristic tally set includes the corresponding number of users of feature tag whether Beyond preset number threshold interval, if so, the feature mark for the business scope for including for the reference characteristic tally set Label are adjusted, and obtain target signature tally set；And/or judge the business scope that the reference characteristic tally set includes Feature tag between incidence relation it is whether unbalance, if so, the business for including for the reference characteristic tally set Incidence relation between the feature tag in field is adjusted, and obtains the target signature tally set.

In the specific implementation, the data normalization based on user's characteristic information and character pair label, by described Target signature tally set carries out data analysis statistical, can convenient output data report, draw a portrait such as the user of the whole industry Information keeps the user group that the business root in the sector more comprehensively understands its service according to user's portrait information special Sign, to preferably provide service to the user；Either for user's portrait information of one or more business side, make these Business side promotes marketing efficiency on the basis of understanding user group, to realize the promotion of income.Preferably, for the mesh The data analysis statistical that mark feature tag collection carries out specifically is realized in the following way：For the target of the business scope Feature tag collection carries out data statistics, and user's portrait information and/or the institute of the business scope are obtained according to data statistics result State user's portrait information of business side within the scope of business scope.

In conclusion the statistical method of the user characteristics label provided by the embodiments of the present application, is dimension with business scope Degree generates according to the reference user feature that business side is collected by the business scope residing for the side of getting deeply involved in business and is suitable for the business The reference characteristic tally set in field is that business side carries out business processing, and root by accessing reference characteristic tally set for user Reference characteristic tally set is updated according to the user's characteristic information got in business procession, targetedly instructs industry User data is collected by business side, and business side is made to have more deep understanding, service guidance side to carry out reasonable to the user group of service Marketing recommend, promoted business side service quality.

Currently, service for life class is widely used and is used by a user, by the recommendation of service for life class, user would know that all kinds of Essential information, service evaluation, shops's environmental evaluation etc. in associated gate of living shop, and the service for life class application can be used to be propped up It pays.It is especially that service directly acts on use in the characteristics of service industries such as beauty, pedicure, massage, sport and body-building, this kind of industry Family itself, user pay much attention to service quality, and for the shops of this kind of industry, the service for how preferably collecting user is anti- Feedback to promote service quality so that become urgent problem to be solved.Particularly, for beauty service industry, under the service industry Subcategory includes：Hairdressing, beauty, manicure, U.S. pupil, beauty SPA, medical cosmetology, skin management, Yoga, Korean style fix, dancing, Cosmetics, slimming, tatoo, anti-acne, depilation, color make-up moulding, postpartum are moulding, U.S. eyelash etc..Similar, except service industry Other industry scene under, for example under the industries scene such as food and drink, hotel, automobile services, Entertainment, the shops of such industry is same How sample preferably collects the service feedback of user to promote service quality as urgent problem to be solved if existing.

The embodiment of the present application with beauty subcategory this scene under beauty service industry (i.e.：Beauty scene) for, lead to Crossing the statistical method of user characteristics label under beauty's scene provided by the present application, there are the above problems to solve beauty's industry. It should be noted that in addition to the beauty scene, for other subcategories under above-mentioned beauty service industry, it can pass through institute The statistical method for stating user characteristics label under beauty's scene realizes, with reference to following offers beauty scene under user characteristics labels Statistical method embodiment, this is no longer going to repeat them for the embodiment of the present application.

With reference to attached drawing 2, it illustrates the statistical method of user characteristics label under a kind of beauty's scene provided by the present application is real The process chart of example is applied, with reference to attached drawing 3, it illustrates a kind of schematic diagrames of reference characteristic tally set provided by the present application.

The statistical method of user characteristics label is as shown in Fig. 2 under the beauty scene, specifically includes following steps：

Step S201 receives the reference user feature that beauty shops uploads.

The reference user feature refers to the user's characteristic information that beauty shops was collected into the past, in the user's characteristic information It reaches and realizes under the beauty scene that processing platform can root on line on the line of the statistical method of user characteristics label after processing platform According to the user's characteristic information that beauty shops uploads, generates and be suitable for the affiliated beauty industry of beauty shops (i.e.：Under beauty service industry The corresponding beauty sub-industry of beauty subcategory) reference characteristic tally set.Specifically, the reference user feature is by least one The user characteristics of characteristic dimension form, and the user characteristics of each characteristic dimension include the subcharacter information of at least sub- dimension of level-one, And the subcharacter information of the user characteristics composition of the subcharacter information of the sub- dimension and the characteristic dimension, the sub- dimension of subordinate with The subcharacter information of the sub- dimension of higher level has subordinate relation.

As shown in Fig. 3, the reference user feature is made of the user characteristics of 3 characteristic dimensions：Essential attribute, body Feature and hobby.

Wherein, the user characteristics of essential attribute characteristic dimension include two sub- dimensions：Personal characteristics and consuming capacity, specifically , the subcharacter information of the sub- dimension of personal characteristics includes：Gender, marital status, occupation, children's situation etc.；Consuming capacity is tieed up The subcharacter information of degree includes：Personal income, family income, consuming capacity, consumption preferences etc..

The user characteristics of this characteristic dimension of physical trait include three sub- dimensions：Skin characteristic, hair feature and body Feature, specifically, the subcharacter information of the sub- dimension of skin characteristic includes：Skin quality, the colour of skin, characteristic etc.；The sub- dimension of hair feature Subcharacter information includes：Send out length, hair amount, hair quality, characteristic etc.；The subcharacter information of the sub- dimension of physical trait includes：Build, characteristic Deng.

The user characteristics for liking characteristic dimension include three sub- dimensions：Service preferences and personal interest, specifically, service is inclined Well the subcharacter information of sub- dimension includes：Skin care preference, massage preference etc.；The subcharacter information of the sub- dimension of personal interest includes： Preference of chatting etc..

Step S202 is generated special suitable for the benchmark of the affiliated beauty's industry of the beauty shops according to the reference user feature Levy tally set.

In the embodiment of the present application, the reference characteristic tally set includes feature tag, the benchmark of the beauty industry Correlation degree between user characteristics and the correspondence and the feature tag of the feature tag.Also, the benchmark The feature tag for the business scope that feature tag collection includes is corresponding with the subcharacter information of the sub- dimension of minimum level-one, per height The number of the corresponding feature tag of subcharacter information of dimension is more than or equal to 1.

It uses the example above, as shown in Fig. 3, is generated according to said reference user characteristics and be suitable for the affiliated beauty industry of beauty shops Reference characteristic tally set, be made of the feature tag on one column of feature tag.Personal characteristics under essential attribute characteristic dimension The subcharacter information " gender " of dimension, corresponding feature tag have 2：" man " and " female ".Similar, essential attribute characteristic dimension Under the sub- dimension of personal characteristics subcharacter information " professional gender ", corresponding feature tag has 8：" student ", " unemployed ", " housewife ", " blue collar ", " white collar ", " golden collar ", " private owner " and " liberal profession ".Consumption energy under essential attribute characteristic dimension The subcharacter information " consumption preferences " of the sub- dimension of power, corresponding feature tag have 3：" tourism ", " clothes " and " beauty ".Remaining The subcharacter information of sub- dimension under characteristic dimension is referring to attached drawing 3 with the correspondence of feature tag in reference characteristic tally set Can, it no longer repeats one by one herein.

It should be noted that in the reference characteristic tally set of beauty industry, also record has the corresponding U.S. of each feature tag Hold user number, and the reference characteristic tally set include feature tag between correlation degree, with the feature mark It signs corresponding beauty number of users to be proportionate, the number of beauty user is bigger, also indicates that while having the feature tag Beauty user is more, it can be seen that, it is also higher that the feature tag is gathered in the degree assembled with beauty user, described Correlation degree between feature tag is therefore also higher.

After above-mentioned generation is suitable for the reference characteristic tally set of beauty industry, by the reference characteristic tally set of generation point Issue beauty shops, beauty shops, which passes through, accesses the reference characteristic tally set, you can check in reference characteristic tally set and include Feature tag.

Step S203, the user characteristics for receiving submission when the beauty shops carries out business processing for beauty user are believed Breath.

Step S204, using the user's characteristic information in the corresponding feature tag of beauty's industry to benchmark spy Sign tally set is updated.

The embodiment of the present application, it is described to utilize the user's characteristic information in the corresponding feature tag in the business scope to institute It states reference characteristic tally set to be updated, realize in the following way：Judge in the reference characteristic tally set with the presence or absence of with The matched feature tag of user's characteristic information, and if it exists, the incidence relation of the feature tag and the user is established, and Update the correlation degree between the corresponding beauty number of users of the feature tag and/or the feature tag；If being not present, Increase the corresponding feature tag of the user's characteristic information in the reference characteristic tally set.

Following practical business processing procedures with beauty shops are in order to illustrate：

Specifically during carrying out business processing for user (for example, customer A), customer A enters beauty for beauty shops After shops's consumption, Partial Feature label can be calculated by algorithm according to each item data of customer A, such as consuming capacity, consumption Preference etc.；Other feature tags, which are gradually understood by the attendant of beauty shops in service process, to be learnt, such as attendant's root It is reported that the information of the customer A arrived, the feature tag directly clicked in reference characteristic tally set carries out typing；If customer A's Feature tag can then add new feature tag not in reference characteristic tally set.

After the completion of the feature tag typing of customer A, the reference characteristic tally set of beauty industry is updated, such as customer A Feature tag is：Women, long hair user, build is partially fat, has and scalds dye etc., while the attendant of beauty shops increases for customer A A new label is added：Have deep love for baking.Then female user increases by 1 in reference characteristic tally set, and long hair user increases by 1, scalds dye mark Label and long hair label relevance increase while increasing a feature tag in reference characteristic tally set newly：" having deep love for baking ".

As described above, after the reference characteristic tally set is sent to the beauty shops of beauty industry, by one section The accumulation of time can be adjusted the reference characteristic tally set, so as to include in the reference characteristic tally set after adjustment Feature tag can be more accurate and comprehensive, and the reference characteristic tally set after adjustment is synchronized to the beauty door of beauty industry Shop is continued to be accumulated during business processing by beauty shops, eventually by " accumulation --->Statistics --->It adjusts It is whole --->Accumulate again " such flow repeatedly, form more mature and stable feature tag collection.Specifically, to benchmark spy The adjustment of sign tally set is realized in the following way：Judge the feature for the beauty industry that the reference characteristic tally set includes Whether the corresponding beauty number of users of label exceeds preset number threshold interval, if so, being directed to the reference characteristic tally set Including the feature tag of the beauty industry be adjusted, obtain target signature tally set；And/or judge that the benchmark is special Whether the incidence relation between the feature tag for the beauty industry that sign tally set includes is unbalance, if so, being directed to the base Incidence relation between the feature tag for the beauty industry that quasi- feature tag collection includes is adjusted, and it is special to obtain the target Levy tally set.

For example, the accumulation by beauty shops for a period of time, the feature tag for including in reference characteristic tally set is updating Cumulative statistics adjustment is carried out afterwards, it is found that reference characteristic tally set needs to carry out following adjustment：(1) long hair feature tag and boiling hot dye are special The relevance for levying label increases；(2) consuming capacity be more than 100,000 feature tag and consumption preferences be abroad tourism feature mark Relevance is signed to increase；(3) beauty user can pay close attention to food preference, such as vegetarian diet, health, take-away etc. mostly, therefore in benchmark spy It levies and increases a kind of feature tag in tally set newly：Food preference.

In the specific implementation, the data normalization based on user's characteristic information and character pair label, by described Target signature tally set carries out data analysis statistical, can convenient output data report, drawn such as the user of beauty industry As information, the beauty shops in beauty industry is enable more comprehensively to understand its service cosmetically according to user's portrait information The population characteristic at family, to provide better beauty services, for example, by carrying out data statistics to current goal feature tag collection It was found that the user characteristics in beauty industry are：80% for 30 years old~50 years old women, 70% year consuming capacity 50,000 or more, 50% user pays close attention to moulding, 40% the user that loses weight and pays close attention to skin whitening, moisturizing etc..In addition, also directed to one or more beauty doors Shop carries out data analysis statistical to export in user portrait information, such as the beauty user group of certain beauty shops, and 90% is female Property user, the average year consuming capacity of shops beauty user is higher than beauty industry average water equality.

A kind of statistic device embodiment of user characteristics label provided by the present application is as follows：

In the above-described embodiment, a kind of statistical method of user characteristics label, corresponding, the application are provided A kind of statistic device of user characteristics label is additionally provided, is illustrated below in conjunction with the accompanying drawings.

With reference to attached drawing 4, it illustrates a kind of signals of the statistic device embodiment of user characteristics label provided by the present application Figure.

Since device embodiment is substantially similar to embodiment of the method, so describing fairly simple, relevant part please join The corresponding explanation of the embodiment of the method for above-mentioned offer is provided.Device embodiment described below is only schematical.

The application provides a kind of statistic device of user characteristics label, including：

Reference characteristic tally set generation unit 401, it is raw for the reference user feature according to the affiliated business scope in business side At the reference characteristic tally set suitable for the business scope；

User's characteristic information acquiring unit 402, submission when for receiving the business policy to user's progress business processing User's characteristic information；

Reference characteristic tally set updating unit 403, for being corresponded in the business scope using the user's characteristic information Feature tag the reference characteristic tally set is updated；

Optionally, the reference characteristic tally set updating unit 403 is specifically used for judging in the reference characteristic tally set With the presence or absence of with the matched feature tag of the user's characteristic information, and if it exists, establish the feature tag and the user Incidence relation, and update the correlation degree between the corresponding number of users of the feature tag and/or the feature tag；If no In the presence of increasing the corresponding feature tag of the user's characteristic information in the reference characteristic tally set.

Optionally, the statistic device of the user characteristics label, including：

Number of users judging unit, the feature mark for judging the business scope that the reference characteristic tally set includes Sign whether corresponding number of users exceeds preset number threshold interval, if so, including for the reference characteristic tally set The feature tag of the business scope is adjusted, and obtains target signature tally set；

And/or feature tag incidence relation judging unit, the industry for including for judging the reference characteristic tally set Whether the incidence relation between the feature tag in business field is unbalance, if so, the institute for including for the reference characteristic tally set The incidence relation stated between the feature tag of business scope is adjusted, and obtains the target signature tally set.

Data statistics unit carries out data statistics, root for the target signature tally set for the business scope The use of business side within the scope of the user's portrait information and/or the business scope of the business scope is obtained according to data statistics result Family portrait information.

The statistic device embodiment of user characteristics label is as follows under a kind of beauty's scene provided by the present application：

In the above-described embodiment, a kind of statistical method of user characteristics label under beauty's scene is provided, in contrast It answers, present invention also provides a kind of statistic devices of user characteristics label under beauty's scene, illustrate below in conjunction with the accompanying drawings.

With reference to attached drawing 5, it illustrates the statistic device of user characteristics label under a kind of beauty's scene provided by the present application is real Apply the schematic diagram of example.

Since device embodiment is substantially similar to embodiment of the method, so describing fairly simple, relevant part please join The corresponding explanation of the statistical method embodiment of user characteristics label under beauty's scene of above-mentioned offer is provided.Dress described below It is only schematical to set embodiment.

The application provides the statistic device of user characteristics label under beauty's scene, including：

Reference user feature receiving unit 501, the reference user feature for receiving the upload of beauty shops；

Reference characteristic tally set generation unit 502 is suitable for beauty door for being generated according to the reference user feature The reference characteristic tally set of the affiliated beauty's industry in shop；

User's characteristic information receiving unit 503 carries out business processing for receiving the beauty shops for beauty user When the user's characteristic information submitted；

Reference characteristic tally set updating unit 504, for being corresponded in beauty's industry using the user's characteristic information Feature tag the reference characteristic tally set is updated；

Optionally, under beauty's scene user characteristics label statistic device, including：

Reference characteristic tally set synchronization unit, for being synchronized to the industry-wide beauty shops of the beauty suitable for described The reference characteristic tally set of beauty's industry；

Optionally, the reference characteristic tally set updating unit 504 is specifically used for judging in the reference characteristic tally set With the presence or absence of with the matched feature tag of the user's characteristic information, and if it exists, establish the feature tag and the user Incidence relation, and update the correlation degree between the corresponding beauty's number of users of the feature tag and/or the feature tag； If being not present, increase the corresponding feature tag of the user's characteristic information in the reference characteristic tally set.

Number of users judging unit, the feature mark for judging beauty's industry that the reference characteristic tally set includes Sign whether corresponding beauty's number of users exceeds preset number threshold interval, if so, being directed to the reference characteristic tally set packet The feature tag of the beauty's industry contained is adjusted, and obtains target signature tally set；

And/or feature tag incidence relation judging unit, for judging that the reference characteristic tally set includes described beautiful Whether the incidence relation between the feature tag of people's industry is unbalance, if so, the institute for including for the reference characteristic tally set The incidence relation stated between the feature tag of beauty's industry is adjusted, and obtains the target signature tally set.

Data statistics unit carries out data statistics, root for the target signature tally set for beauty's industry Beauty shops in the user's portrait information and/or beauty's industry wide of beauty's industry is obtained according to data statistics result User's portrait information.

A kind of electronic equipment embodiment provided by the present application is as follows：

In the above-described embodiment, a kind of statistical method of user characteristics label is provided, in addition, present invention also provides A kind of electronic equipment of statistical method for realizing the user characteristics label, illustrates below in conjunction with the accompanying drawings.

With reference to attached drawing 6, it illustrates the schematic diagrames of a kind of electronic equipment provided in this embodiment.

The electronic equipment embodiment provided by the present application describes fairly simple, and relevant part refers to above-mentioned offer The user characteristics label statistical method embodiment corresponding explanation.Embodiment described below is only schematic 's.

The application provides a kind of electronic equipment, including：

Memory 601 and processor 602；

The memory 601 is for storing computer executable instructions, and the processor 602 is for executing following computer Executable instruction：

Optionally, described to utilize the user's characteristic information in the corresponding feature tag in the business scope to the benchmark After feature tag collection is updated instruction execution, the processor 602 is additionally operable to execute following computer executable instructions：

Another kind electronic equipment embodiment provided by the present application is as follows：

In the above-described embodiment, the statistical method for providing user characteristics label under a kind of beauty's scene, in addition, this Shen A kind of electronic equipment for realizing the statistical method of user characteristics label under beauty's scene is please also provided, with reference to attached Figure illustrates.

With reference to attached drawing 7, it illustrates the schematic diagrames of a kind of electronic equipment provided in this embodiment.

The electronic equipment embodiment provided by the present application describes fairly simple, and relevant part refers to above-mentioned offer Beauty's scene under user characteristics label statistical method embodiment corresponding explanation.Embodiment described below is only It is only illustrative.

The application provides a kind of electronic equipment, including：

Memory 701 and processor 702；

The memory 701 is for storing computer executable instructions, and the processor 702 is for executing following computer Executable instruction：

Receive the reference user feature that beauty shops uploads；

Optionally, the benchmark generated according to the reference user feature suitable for the affiliated beauty's industry of the beauty shops After feature tag collection instruction execution, and the use for receiving submission when the beauty shops is directed to beauty user's progress business processing Before the characteristic information instruction execution of family, the processor 702 is additionally operable to execute following computer executable instructions：

Optionally, described to utilize the user's characteristic information in the corresponding feature tag of beauty's industry to the benchmark After feature tag collection is updated instruction execution, the processor 702 is additionally operable to execute following computer executable instructions：

Although the application is disclosed as above with preferred embodiment, it is not for limiting the application, any this field skill Art personnel are not departing from spirit and scope, can make possible variation and modification, therefore the guarantor of the application Shield range should be subject to the range that the application claim defined.

In a typical configuration, computing device includes that one or more processors, input/output interface, network connect Mouth and memory.

Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/or The forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable medium Example.

Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method Or technology realizes information storage.Information can be computer-readable instruction, data structure, the module of program or other data. The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moves State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM), Digital versatile disc (DVD) or other optical storages, magnetic tape cassette, tape magnetic disk storage or other magnetic storage apparatus Or any other non-transmission medium, it can be used for storage and can be accessed by a computing device information.As defined in this article, it calculates Machine readable medium does not include non-temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.

It will be understood by those skilled in the art that embodiments herein can be provided as method, system or computer program product. Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) Formula.

Claims

1. a kind of statistical method of user characteristics label, which is characterized in that including：

According to the reference user feature of the affiliated business scope in business side, the reference characteristic label suitable for the business scope is generated Collection；

The reference characteristic tally set is carried out in the corresponding feature tag in the business scope using the user's characteristic information Update；

Wherein, the reference characteristic tally set include the feature tag of the business scope, the reference user feature with it is described Correlation degree between the correspondence of feature tag and the feature tag.

2. the statistical method of user characteristics label according to claim 1, which is characterized in that the reference user feature by The user characteristics of at least one characteristic dimension form, and the user characteristics of each characteristic dimension include the son spy of at least sub- dimension of level-one Reference ceases, and the subcharacter information of the sub- dimension and user characteristics composition, the son of the sub- dimension of subordinate of the characteristic dimension are special Reference is ceased has subordinate relation with the subcharacter information of the sub- dimension of higher level；

Also, the feature tag for the business scope that the reference characteristic tally set includes and the son of the sub- dimension of minimum level-one are special Reference breath corresponds to, and the number of the corresponding feature tag of subcharacter information of every sub- dimension is more than or equal to 1.

3. the statistical method of user characteristics label according to claim 2, which is characterized in that the reference characteristic tally set Including the business scope feature tag, also record have the corresponding number of users of this feature label；And the reference characteristic Tally set includes the correlation degree between the feature tag of the business scope, according to the corresponding number of users of the feature tag To determine.

4. the statistical method of user characteristics label under a kind of beauty's scene, which is characterized in that including：

Receive the reference user feature that beauty shops uploads；

The reference characteristic tally set is carried out in beauty's industry corresponding feature tag using the user's characteristic information Update；

Wherein, the reference characteristic tally set include the feature tag of beauty's industry, the reference user feature with it is described Correlation degree between the correspondence of feature tag and the feature tag.

5. the statistical method of user characteristics label under beauty's scene according to claim 4, which is characterized in that the benchmark User characteristics are made of the user characteristics of at least one characteristic dimension, and the user characteristics of each characteristic dimension include that at least level-one is sub The subcharacter information of dimension, and user characteristics composition, subordinate of the subcharacter information of the sub- dimension with the characteristic dimension The subcharacter information of dimension has subordinate relation with the subcharacter information of the sub- dimension of higher level；

6. the statistical method of user characteristics label under beauty's scene according to claim 5, which is characterized in that the basis After the reference user feature generates the reference characteristic tally set step execution suitable for the affiliated beauty's industry of the beauty shops, and Before the user's characteristic information step for receiving submission when the beauty shops carries out business processing for beauty user executes, hold The following operation of row：

The reference characteristic tally set suitable for beauty's industry is synchronized to the industry-wide beauty shops of the beauty；

Correspondingly, the beauty shops for the beauty user carry out business processing when, with reference to the reference characteristic label Collection submits the user's characteristic information of the beauty user.

7. a kind of statistic device of user characteristics label, which is characterized in that including：

Reference characteristic tally set generation unit, for the reference user feature according to the affiliated business scope in business side, generation is suitable for The reference characteristic tally set of the business scope；

User's characteristic information acquiring unit, the user of submission is special when for receiving the business policy to user's progress business processing Reference ceases；

Reference characteristic tally set updating unit, for utilizing the user's characteristic information in the corresponding feature mark in the business scope Label are updated the reference characteristic tally set；

8. the statistic device of user characteristics label under a kind of beauty's scene, which is characterized in that including：

Reference characteristic tally set generation unit, for being generated suitable for beautiful belonging to the beauty shops according to the reference user feature The reference characteristic tally set of people's industry；

User's characteristic information receiving unit, submission when for receiving the beauty shops for beauty user's progress business processing User's characteristic information；

Reference characteristic tally set updating unit, for utilizing the user's characteristic information in the corresponding feature mark of beauty's industry Label are updated the reference characteristic tally set；

9. a kind of electronic equipment, which is characterized in that including：

Memory and processor；

The memory is for storing computer executable instructions, and for executing, the computer is executable to be referred to the processor It enables：

10. a kind of electronic equipment, which is characterized in that including：

Memory and processor；

Receive the reference user feature that beauty shops uploads；